Job Description
Summary
Description
Minimum Qualifications
- MS or PhD in Computer Science, Machine Learning or related field, and 3+ years of industry experience delivering products using state-of-the-art computer vision and machine learning technologies.
- Demonstrated expertise in state-of-the-art machine learning and deep learning techniques
- Hands-on experience with the ML model lifecycle (data collection & annotation, training, evaluation, deployment)
- Experience with complete software stack including source control, build systems, and testing at scale
- Strong programming skills in Python and one of the deep learning toolkits such as PyTorch, JAX, or TensorFlow
- Ability to solve everyday problems in innovative ways
- Ability to communicate effectively and collaborate with partner teams
- Committed to encouraging an open and inclusive work environment
Preferred Qualifications
- Experience with production machine learning systems
- Experience with large datasets and distributed pipelines that leverage hardware accelerated compute
- Experience on improving data quality via active learning, core set selection, etc. for images, videos, and text
- Experience in uncovering patterns in data, setting performance targets, and leveraging modern statistical and ML-based methods to model data distributions, reduce redundancy, and address out-of-distribution samples
- Experience developing models and algorithms for resource constrained platforms
- Experience in iOS/macOS development using Swift or Objective-C is a plus
- Experience with CoreML and iOS/macOS machine learning development is a plus